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Table 2 Functional comparison of TMs constructed by ECIM and GRAM. Several key Gene Ontologies were implicated by both algorithms (bold text with matching numbers).

From: Bayesian hierarchical model for transcriptional module discovery by jointly modeling gene expression and ChIP-chip data

FDR adjusted p-value

GO categories associated with ECIM modules

GO categories associated with GRAM modules

FDR adjusted p-value

2.7E-57

protein biosynthesis (1)

oxidative phosphorylation

9.9E-12

2.1E-39

ribosome biogenesis and assembly

amino acid metabolism (5)

2.9E-10

1.6E-17

meiosis

protein biosynthesis (1)

4.7E-09

1.6E-16

spore wall assembly (sensu Fungi) (2)

Sporulation (2)

3.7E-08

1.4E-15

sulfur metabolism (3)

sulfur metabolism (3)

2.3E-07

1.2E-07

spore wall assembly (sensu Fungi) (2)

protein biosynthesis (1)

3.3E-06

1.8E-07

DNA replication

protein biosynthesis (1)

8.8E-06

2.7E-07

arginine biosynthesis

Glycolysis

6.8E-05

5.7E-06

ribosome biogenesis

protein biosynthesis (1)

1.3E-04

1.5E-03

mitosis (4)

de novo' IMP biosynthesis

6.1E-04

2.4E-03

lagging strand elongation

chromatin assembly or disassembly

1.6E-03

4.7E-03

amino acid biosynthesis (5)

sulfur metabolism (3)

6.8E-03

1.0E-02

mitotic cell cycle (4)

alcohol catabolism

7.3E-03

1.6E-02

cytokinesis, completion of separation

interphase of mitotic cell cycle (4)

1.2E-02

3.6E-02

protein neddylation

mitotic sister chromatid cohesion (4)

1.4E-02